Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 989617 |
| Missing cells | 34 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 196.3 MiB |
| Average record size in memory | 208.0 B |
Variable types
| CAT | 12 |
|---|---|
| NUM | 12 |
| BOOL | 2 |
Reproduction
| Analysis started | 2021-09-06 03:31:40.770106 |
|---|---|
| Analysis finished | 2021-09-06 03:34:01.963817 |
| Duration | 2 minutes and 21.19 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
GRID_TYPE has constant value "Shot Chart Detail" | Constant |
SHOT_ATTEMPTED_FLAG has constant value "1" | Constant |
PLAYER_NAME has a high cardinality: 539 distinct values | High cardinality |
ACTION_TYPE has a high cardinality: 53 distinct values | High cardinality |
PERIOD is highly correlated with GAME_EVENT_ID | High correlation |
GAME_EVENT_ID is highly correlated with PERIOD | High correlation |
GAME_DATE is highly correlated with GAME_ID | High correlation |
GAME_ID is highly correlated with GAME_DATE | High correlation |
SHOT_ZONE_BASIC is highly correlated with SHOT_TYPE | High correlation |
SHOT_TYPE is highly correlated with SHOT_ZONE_BASIC and 1 other fields | High correlation |
SHOT_ZONE_RANGE is highly correlated with SHOT_TYPE | High correlation |
MINUTES_REMAINING has 95937 (9.7%) zeros | Zeros |
SECONDS_REMAINING has 26720 (2.7%) zeros | Zeros |
SHOT_DISTANCE has 91731 (9.3%) zeros | Zeros |
LOC_X has 49320 (5.0%) zeros | Zeros |
LOC_Y has 17317 (1.7%) zeros | Zeros |
df_index
Real number (ℝ≥0)
| Distinct count | 190983 |
|---|---|
| Unique (%) | 19.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84251.11526681534 |
|---|---|
| Minimum | 0 |
| Maximum | 190982 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8246 |
| Q1 | 41234 |
| median | 82468 |
| Q3 | 123702 |
| 95-th percentile | 170023 |
| Maximum | 190982 |
| Range | 190982 |
| Interquartile range (IQR) | 82468 |
Descriptive statistics
| Standard deviation | 50438.49262 |
|---|---|
| Coefficient of variation (CV) | 0.5986685454 |
| Kurtosis | -1.024681249 |
| Mean | 84251.11527 |
| Median Absolute Deviation (MAD) | 41234 |
| Skewness | 0.1580072179 |
| Sum | 8.337633594e+10 |
| Variance | 2544041538 |
| Value | Count | Frequency (%) | |
| 2047 | 6 | < 0.1% | |
| 16073 | 6 | < 0.1% | |
| 48857 | 6 | < 0.1% | |
| 46808 | 6 | < 0.1% | |
| 52951 | 6 | < 0.1% | |
| 50902 | 6 | < 0.1% | |
| 57045 | 6 | < 0.1% | |
| 54996 | 6 | < 0.1% | |
| 61139 | 6 | < 0.1% | |
| 59090 | 6 | < 0.1% | |
| Other values (190973) | 989557 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 6 | < 0.1% | |
| 1 | 6 | < 0.1% | |
| 2 | 6 | < 0.1% | |
| 3 | 6 | < 0.1% | |
| 4 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 190982 | 1 | < 0.1% | |
| 190981 | 1 | < 0.1% | |
| 190980 | 1 | < 0.1% | |
| 190979 | 1 | < 0.1% | |
| 190978 | 1 | < 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Shot Chart Detail |
|---|
| Value | Count | Frequency (%) | |
| Shot Chart Detail | 989617 | 100.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 17 |
| Min length | 17 |
| Distinct count | 7059 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21774118.457167774 |
|---|---|
| Minimum | 21500001 |
| Maximum | 22001080 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 21500001 |
|---|---|
| 5-th percentile | 21500493 |
| Q1 | 21601040 |
| median | 21800424 |
| Q3 | 21900729 |
| 95-th percentile | 22000802 |
| Maximum | 22001080 |
| Range | 501079 |
| Interquartile range (IQR) | 299689 |
Descriptive statistics
| Standard deviation | 166181.2229 |
|---|---|
| Coefficient of variation (CV) | 0.007632052853 |
| Kurtosis | -1.173328214 |
| Mean | 21774118.46 |
| Median Absolute Deviation (MAD) | 100435 |
| Skewness | -0.1712635354 |
| Sum | 2.154803779e+13 |
| Variance | 2.761619884e+10 |
| Value | Count | Frequency (%) | |
| 21800639 | 216 | < 0.1% | |
| 22000216 | 215 | < 0.1% | |
| 21800928 | 214 | < 0.1% | |
| 22000811 | 214 | < 0.1% | |
| 22001012 | 214 | < 0.1% | |
| 21900818 | 213 | < 0.1% | |
| 21800881 | 213 | < 0.1% | |
| 21901281 | 213 | < 0.1% | |
| 21900787 | 213 | < 0.1% | |
| 22000919 | 212 | < 0.1% | |
| Other values (7049) | 987480 | 99.8% |
| Value | Count | Frequency (%) | |
| 21500001 | 150 | < 0.1% | |
| 21500002 | 112 | < 0.1% | |
| 21500003 | 103 | < 0.1% | |
| 21500004 | 130 | < 0.1% | |
| 21500005 | 97 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22001080 | 185 | < 0.1% | |
| 22001079 | 192 | < 0.1% | |
| 22001078 | 202 | < 0.1% | |
| 22001077 | 176 | < 0.1% | |
| 22001076 | 185 | < 0.1% |
| Distinct count | 897 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 303.45167878078087 |
|---|---|
| Minimum | 2 |
| Maximum | 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 138 |
| median | 298 |
| Q3 | 454 |
| 95-th percentile | 617 |
| Maximum | 1012 |
| Range | 1010 |
| Interquartile range (IQR) | 316 |
Descriptive statistics
| Standard deviation | 189.2898542 |
|---|---|
| Coefficient of variation (CV) | 0.6237891151 |
| Kurtosis | -1.016659769 |
| Mean | 303.4516788 |
| Median Absolute Deviation (MAD) | 158 |
| Skewness | 0.1698862561 |
| Sum | 300300940 |
| Variance | 35830.6489 |
| Value | Count | Frequency (%) | |
| 7 | 4161 | 0.4% | |
| 9 | 3322 | 0.3% | |
| 11 | 2851 | 0.3% | |
| 13 | 2667 | 0.3% | |
| 15 | 2539 | 0.3% | |
| 17 | 2453 | 0.2% | |
| 19 | 2434 | 0.2% | |
| 16 | 2413 | 0.2% | |
| 22 | 2412 | 0.2% | |
| 25 | 2397 | 0.2% | |
| Other values (887) | 961968 | 97.2% |
| Value | Count | Frequency (%) | |
| 2 | 1356 | 0.1% | |
| 3 | 734 | 0.1% | |
| 4 | 968 | 0.1% | |
| 5 | 852 | 0.1% | |
| 6 | 864 | 0.1% |
| Value | Count | Frequency (%) | |
| 1012 | 1 | < 0.1% | |
| 986 | 1 | < 0.1% | |
| 984 | 1 | < 0.1% | |
| 980 | 1 | < 0.1% | |
| 979 | 1 | < 0.1% |
PLAYER_ID
Real number (ℝ≥0)
| Distinct count | 539 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 696610.8768846937 |
|---|---|
| Minimum | 2544 |
| Maximum | 1630466 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 2544 |
|---|---|
| 5-th percentile | 200755 |
| Q1 | 202339 |
| median | 203500 |
| Q3 | 1627741 |
| 95-th percentile | 1629164 |
| Maximum | 1630466 |
| Range | 1627922 |
| Interquartile range (IQR) | 1425402 |
Descriptive statistics
| Standard deviation | 685022.08 |
|---|---|
| Coefficient of variation (CV) | 0.9833640311 |
| Kurtosis | -1.605058913 |
| Mean | 696610.8769 |
| Median Absolute Deviation (MAD) | 1891 |
| Skewness | 0.6194485052 |
| Sum | 6.893779662e+11 |
| Variance | 4.692552501e+11 |
| Value | Count | Frequency (%) | |
| 201566 | 9064 | 0.9% | |
| 201935 | 8754 | 0.9% | |
| 203081 | 8592 | 0.9% | |
| 203078 | 7896 | 0.8% | |
| 203468 | 7860 | 0.8% | |
| 201942 | 7616 | 0.8% | |
| 2544 | 7559 | 0.8% | |
| 202331 | 7479 | 0.8% | |
| 203952 | 7409 | 0.7% | |
| 202689 | 7392 | 0.7% | |
| Other values (529) | 909996 | 92.0% |
| Value | Count | Frequency (%) | |
| 2544 | 7559 | 0.8% | |
| 2546 | 5544 | 0.6% | |
| 2617 | 145 | < 0.1% | |
| 2730 | 2773 | 0.3% | |
| 2738 | 1741 | 0.2% |
| Value | Count | Frequency (%) | |
| 1630466 | 67 | < 0.1% | |
| 1630273 | 84 | < 0.1% | |
| 1630271 | 108 | < 0.1% | |
| 1630268 | 7 | < 0.1% | |
| 1630267 | 315 | < 0.1% |
| Distinct count | 539 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 34 |
| Missing (%) | < 0.1% |
| Memory size | 7.6 MiB |
| Russell Westbrook | 9064 |
|---|---|
| James Harden | 8754 |
| Damian Lillard | 8592 |
| Bradley Beal | 7896 |
| CJ McCollum | 7860 |
| Other values (534) |
| Value | Count | Frequency (%) | |
| Russell Westbrook | 9064 | 0.9% | |
| James Harden | 8754 | 0.9% | |
| Damian Lillard | 8592 | 0.9% | |
| Bradley Beal | 7896 | 0.8% | |
| CJ McCollum | 7860 | 0.8% | |
| DeMar DeRozan | 7616 | 0.8% | |
| LeBron James | 7559 | 0.8% | |
| Paul George | 7479 | 0.8% | |
| Andrew Wiggins | 7409 | 0.7% | |
| Kemba Walker | 7392 | 0.7% | |
| Other values (529) | 909962 | 92.0% |
Length
| Max length | 24 |
|---|---|
| Median length | 13 |
| Mean length | 13.16011346 |
| Min length | 3 |
TEAM_ID
Real number (ℝ≥0)
| Distinct count | 30 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1610612751.6020148 |
|---|---|
| Minimum | 1610612737 |
| Maximum | 1610612766 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1610612737 |
|---|---|
| 5-th percentile | 1610612738 |
| Q1 | 1610612744 |
| median | 1610612752 |
| Q3 | 1610612759 |
| 95-th percentile | 1610612765 |
| Maximum | 1610612766 |
| Range | 29 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.705218982 |
|---|---|
| Coefficient of variation (CV) | 5.404911251e-09 |
| Kurtosis | -1.21511966 |
| Mean | 1610612752 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.02874163379 |
| Sum | 1.593889759e+15 |
| Variance | 75.78083752 |
| Value | Count | Frequency (%) | |
| 1610612765 | 38006 | 3.8% | |
| 1610612761 | 37500 | 3.8% | |
| 1610612760 | 37082 | 3.7% | |
| 1610612738 | 36859 | 3.7% | |
| 1610612757 | 36097 | 3.6% | |
| 1610612750 | 35892 | 3.6% | |
| 1610612762 | 34903 | 3.5% | |
| 1610612764 | 34462 | 3.5% | |
| 1610612747 | 34165 | 3.5% | |
| 1610612755 | 34083 | 3.4% | |
| Other values (20) | 630568 | 63.7% |
| Value | Count | Frequency (%) | |
| 1610612737 | 33350 | 3.4% | |
| 1610612738 | 36859 | 3.7% | |
| 1610612739 | 31653 | 3.2% | |
| 1610612740 | 33086 | 3.3% | |
| 1610612741 | 33679 | 3.4% |
| Value | Count | Frequency (%) | |
| 1610612766 | 30945 | 3.1% | |
| 1610612765 | 38006 | 3.8% | |
| 1610612764 | 34462 | 3.5% | |
| 1610612763 | 26646 | 2.7% | |
| 1610612762 | 34903 | 3.5% |
TEAM_NAME
Categorical
| Distinct count | 30 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Detroit Pistons | 38006 |
|---|---|
| Toronto Raptors | 37500 |
| Oklahoma City Thunder | 37082 |
| Boston Celtics | 36859 |
| Portland Trail Blazers | 36097 |
| Other values (25) |
| Value | Count | Frequency (%) | |
| Detroit Pistons | 38006 | 3.8% | |
| Toronto Raptors | 37500 | 3.8% | |
| Oklahoma City Thunder | 37082 | 3.7% | |
| Boston Celtics | 36859 | 3.7% | |
| Portland Trail Blazers | 36097 | 3.6% | |
| Minnesota Timberwolves | 35892 | 3.6% | |
| Utah Jazz | 34903 | 3.5% | |
| Washington Wizards | 34462 | 3.5% | |
| Los Angeles Lakers | 34165 | 3.5% | |
| Philadelphia 76ers | 34083 | 3.4% | |
| Other values (20) | 630568 | 63.7% |
Length
| Max length | 22 |
|---|---|
| Median length | 15 |
| Mean length | 15.78954282 |
| Min length | 9 |
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4672221677679347 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.134206885 |
|---|---|
| Coefficient of variation (CV) | 0.459710074 |
| Kurtosis | -1.209259186 |
| Mean | 2.467222168 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.09916322205 |
| Sum | 2441605 |
| Variance | 1.286425259 |
| Value | Count | Frequency (%) | |
| 1 | 262766 | 26.6% | |
| 3 | 249582 | 25.2% | |
| 2 | 243362 | 24.6% | |
| 4 | 227145 | 23.0% | |
| 5 | 5968 | 0.6% | |
| 6 | 653 | 0.1% | |
| 7 | 97 | < 0.1% | |
| 8 | 44 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 262766 | 26.6% | |
| 2 | 243362 | 24.6% | |
| 3 | 249582 | 25.2% | |
| 4 | 227145 | 23.0% | |
| 5 | 5968 | 0.6% |
| Value | Count | Frequency (%) | |
| 8 | 44 | < 0.1% | |
| 7 | 97 | < 0.1% | |
| 6 | 653 | 0.1% | |
| 5 | 5968 | 0.6% | |
| 4 | 227145 | 23.0% |
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.350665964711601 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 95937 |
| Zeros (%) | 9.7% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.42966824 |
|---|---|
| Coefficient of variation (CV) | 0.6409796953 |
| Kurtosis | -1.203374794 |
| Mean | 5.350665965 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.0142333535 |
| Sum | 5295110 |
| Variance | 11.76262423 |
| Value | Count | Frequency (%) | |
| 0 | 95937 | 9.7% | |
| 4 | 84467 | 8.5% | |
| 7 | 83765 | 8.5% | |
| 6 | 83738 | 8.5% | |
| 5 | 83675 | 8.5% | |
| 8 | 82996 | 8.4% | |
| 3 | 82981 | 8.4% | |
| 9 | 82582 | 8.3% | |
| 10 | 81984 | 8.3% | |
| 1 | 80580 | 8.1% | |
| Other values (3) | 146912 | 14.8% |
| Value | Count | Frequency (%) | |
| 0 | 95937 | 9.7% | |
| 1 | 80580 | 8.1% | |
| 2 | 80281 | 8.1% | |
| 3 | 82981 | 8.4% | |
| 4 | 84467 | 8.5% |
| Value | Count | Frequency (%) | |
| 12 | 12 | < 0.1% | |
| 11 | 66619 | 6.7% | |
| 10 | 81984 | 8.3% | |
| 9 | 82582 | 8.3% | |
| 8 | 82996 | 8.4% |
| Distinct count | 60 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.862704460412463 |
|---|---|
| Minimum | 0 |
| Maximum | 59 |
| Zeros | 26720 |
| Zeros (%) | 2.7% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 14 |
| median | 29 |
| Q3 | 44 |
| 95-th percentile | 56 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.4310755 |
|---|---|
| Coefficient of variation (CV) | 0.6039307759 |
| Kurtosis | -1.194178162 |
| Mean | 28.86270446 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.005612559274 |
| Sum | 28563023 |
| Variance | 303.8423931 |
| Value | Count | Frequency (%) | |
| 0 | 26720 | 2.7% | |
| 1 | 19496 | 2.0% | |
| 2 | 17800 | 1.8% | |
| 3 | 17069 | 1.7% | |
| 45 | 16976 | 1.7% | |
| 43 | 16905 | 1.7% | |
| 46 | 16888 | 1.7% | |
| 41 | 16874 | 1.7% | |
| 4 | 16863 | 1.7% | |
| 30 | 16861 | 1.7% | |
| Other values (50) | 807165 | 81.6% |
| Value | Count | Frequency (%) | |
| 0 | 26720 | 2.7% | |
| 1 | 19496 | 2.0% | |
| 2 | 17800 | 1.8% | |
| 3 | 17069 | 1.7% | |
| 4 | 16863 | 1.7% |
| Value | Count | Frequency (%) | |
| 59 | 15399 | 1.6% | |
| 58 | 15188 | 1.5% | |
| 57 | 15024 | 1.5% | |
| 56 | 15339 | 1.5% | |
| 55 | 15067 | 1.5% |
EVENT_TYPE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Missed Shot | |
|---|---|
| Made Shot |
| Value | Count | Frequency (%) | |
| Missed Shot | 531043 | 53.7% | |
| Made Shot | 458574 | 46.3% |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.07322934 |
| Min length | 9 |
| Distinct count | 53 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Jump Shot | |
|---|---|
| Pullup Jump shot | |
| Driving Layup Shot | |
| Layup Shot | 57045 |
| Step Back Jump shot | 33927 |
| Other values (48) |
| Value | Count | Frequency (%) | |
| Jump Shot | 375167 | 37.9% | |
| Pullup Jump shot | 97142 | 9.8% | |
| Driving Layup Shot | 85252 | 8.6% | |
| Layup Shot | 57045 | 5.8% | |
| Step Back Jump shot | 33927 | 3.4% | |
| Driving Floating Jump Shot | 30163 | 3.0% | |
| Floating Jump shot | 23513 | 2.4% | |
| Cutting Layup Shot | 21464 | 2.2% | |
| Running Layup Shot | 20697 | 2.1% | |
| Tip Layup Shot | 20431 | 2.1% | |
| Other values (43) | 224816 | 22.7% |
Length
| Max length | 34 |
|---|---|
| Median length | 16 |
| Mean length | 14.51304394 |
| Min length | 7 |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 2PT Field Goal | |
|---|---|
| 3PT Field Goal |
| Value | Count | Frequency (%) | |
| 2PT Field Goal | 648034 | 65.5% | |
| 3PT Field Goal | 341583 | 34.5% |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Restricted Area | |
|---|---|
| Above the Break 3 | |
| Mid-Range | |
| In The Paint (Non-RA) | |
| Left Corner 3 | 39826 |
| Other values (2) | 39466 |
| Value | Count | Frequency (%) | |
| Restricted Area | 319872 | 32.3% | |
| Above the Break 3 | 262007 | 26.5% | |
| Mid-Range | 169567 | 17.1% | |
| In The Paint (Non-RA) | 158879 | 16.1% | |
| Left Corner 3 | 39826 | 4.0% | |
| Right Corner 3 | 37476 | 3.8% | |
| Backcourt | 1990 | 0.2% |
Length
| Max length | 21 |
|---|---|
| Median length | 15 |
| Mean length | 15.33428892 |
| Min length | 9 |
SHOT_ZONE_AREA
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Center(C) | |
|---|---|
| Left Side Center(LC) | |
| Right Side Center(RC) | |
| Left Side(L) | 90332 |
| Right Side(R) | 86409 |
| Value | Count | Frequency (%) | |
| Center(C) | 566715 | 57.3% | |
| Left Side Center(LC) | 123686 | 12.5% | |
| Right Side Center(RC) | 120269 | 12.2% | |
| Left Side(L) | 90332 | 9.1% | |
| Right Side(R) | 86409 | 8.7% | |
| Back Court(BC) | 2206 | 0.2% |
Length
| Max length | 21 |
|---|---|
| Median length | 9 |
| Mean length | 12.46743841 |
| Min length | 9 |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| Less Than 8 ft. | |
|---|---|
| 24+ ft. | |
| 8-16 ft. | |
| 16-24 ft. | |
| Back Court Shot | 2206 |
| Value | Count | Frequency (%) | |
| Less Than 8 ft. | 411948 | 41.6% | |
| 24+ ft. | 339093 | 34.3% | |
| 8-16 ft. | 133184 | 13.5% | |
| 16-24 ft. | 103186 | 10.4% | |
| Back Court Shot | 2206 | 0.2% |
Length
| Max length | 15 |
|---|---|
| Median length | 9 |
| Mean length | 10.69111282 |
| Min length | 7 |
| Distinct count | 88 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.99932398089362 |
|---|---|
| Minimum | 0 |
| Maximum | 87 |
| Zeros | 91731 |
| Zeros (%) | 9.3% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 12 |
| Q3 | 24 |
| 95-th percentile | 26 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 10.43408666 |
|---|---|
| Coefficient of variation (CV) | 0.8026637901 |
| Kurtosis | -0.9445894518 |
| Mean | 12.99932398 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.2093632493 |
| Sum | 12864352 |
| Variance | 108.8701643 |
| Value | Count | Frequency (%) | |
| 1 | 112913 | 11.4% | |
| 25 | 103688 | 10.5% | |
| 0 | 91731 | 9.3% | |
| 2 | 77633 | 7.8% | |
| 24 | 65814 | 6.7% | |
| 26 | 59379 | 6.0% | |
| 23 | 45684 | 4.6% | |
| 3 | 37595 | 3.8% | |
| 22 | 28038 | 2.8% | |
| 4 | 26341 | 2.7% | |
| Other values (78) | 340801 | 34.4% |
| Value | Count | Frequency (%) | |
| 0 | 91731 | 9.3% | |
| 1 | 112913 | 11.4% | |
| 2 | 77633 | 7.8% | |
| 3 | 37595 | 3.8% | |
| 4 | 26341 | 2.7% |
| Value | Count | Frequency (%) | |
| 87 | 2 | < 0.1% | |
| 86 | 4 | < 0.1% | |
| 85 | 2 | < 0.1% | |
| 84 | 6 | < 0.1% | |
| 83 | 7 | < 0.1% |
| Distinct count | 501 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.319432669406447 |
|---|---|
| Minimum | -250 |
| Maximum | 250 |
| Zeros | 49320 |
| Zeros (%) | 5.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | -250 |
|---|---|
| 5-th percentile | -212 |
| Q1 | -46 |
| median | 0 |
| Q3 | 43 |
| 95-th percentile | 207 |
| Maximum | 250 |
| Range | 500 |
| Interquartile range (IQR) | 89 |
Descriptive statistics
| Standard deviation | 108.3561582 |
|---|---|
| Coefficient of variation (CV) | -82.12329487 |
| Kurtosis | 0.07985736297 |
| Mean | -1.319432669 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | -0.02168937212 |
| Sum | -1305733 |
| Variance | 11741.05701 |
| Value | Count | Frequency (%) | |
| 0 | 49320 | 5.0% | |
| 2 | 15016 | 1.5% | |
| -2 | 14862 | 1.5% | |
| 9 | 13777 | 1.4% | |
| 6 | 12189 | 1.2% | |
| -6 | 11895 | 1.2% | |
| 3 | 11730 | 1.2% | |
| -3 | 11161 | 1.1% | |
| -9 | 10165 | 1.0% | |
| 1 | 9913 | 1.0% | |
| Other values (491) | 829589 | 83.8% |
| Value | Count | Frequency (%) | |
| -250 | 61 | < 0.1% | |
| -249 | 6 | < 0.1% | |
| -248 | 113 | < 0.1% | |
| -247 | 23 | < 0.1% | |
| -246 | 179 | < 0.1% |
| Value | Count | Frequency (%) | |
| 250 | 37 | < 0.1% | |
| 249 | 7 | < 0.1% | |
| 248 | 61 | < 0.1% | |
| 247 | 20 | < 0.1% | |
| 246 | 142 | < 0.1% |
| Distinct count | 837 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.18057996174278 |
|---|---|
| Minimum | -52 |
| Maximum | 867 |
| Zeros | 17317 |
| Zeros (%) | 1.7% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | -52 |
|---|---|
| 5-th percentile | -3 |
| Q1 | 11 |
| median | 51 |
| Q3 | 175 |
| 95-th percentile | 253 |
| Maximum | 867 |
| Range | 919 |
| Interquartile range (IQR) | 164 |
Descriptive statistics
| Standard deviation | 94.01477606 |
|---|---|
| Coefficient of variation (CV) | 1.019897858 |
| Kurtosis | 0.2173283998 |
| Mean | 92.18057996 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 0.8209599721 |
| Sum | 91223469 |
| Variance | 8838.778118 |
| Value | Count | Frequency (%) | |
| 11 | 24731 | 2.5% | |
| 1 | 22926 | 2.3% | |
| -6 | 20071 | 2.0% | |
| 8 | 19845 | 2.0% | |
| 7 | 19611 | 2.0% | |
| 16 | 19353 | 2.0% | |
| 13 | 17916 | 1.8% | |
| 0 | 17317 | 1.7% | |
| 2 | 16449 | 1.7% | |
| -1 | 14235 | 1.4% | |
| Other values (827) | 797163 | 80.6% |
| Value | Count | Frequency (%) | |
| -52 | 1 | < 0.1% | |
| -51 | 3 | < 0.1% | |
| -49 | 2 | < 0.1% | |
| -48 | 1 | < 0.1% | |
| -46 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 867 | 1 | < 0.1% | |
| 857 | 1 | < 0.1% | |
| 855 | 1 | < 0.1% | |
| 852 | 2 | < 0.1% | |
| 850 | 1 | < 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 989617 | 100.0% |
SHOT_MADE_FLAG
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 531043 | 53.7% | |
| 1 | 458574 | 46.3% |
| Distinct count | 949 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20184303.72078693 |
|---|---|
| Minimum | 20151027 |
| Maximum | 20210516 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 20151027 |
|---|---|
| 5-th percentile | 20160101 |
| Q1 | 20170319 |
| median | 20181214 |
| Q3 | 20200201 |
| 95-th percentile | 20210412 |
| Maximum | 20210516 |
| Range | 59489 |
| Interquartile range (IQR) | 29882 |
Descriptive statistics
| Standard deviation | 17894.21495 |
|---|---|
| Coefficient of variation (CV) | 0.0008865411061 |
| Kurtosis | -1.066416694 |
| Mean | 20184303.72 |
| Median Absolute Deviation (MAD) | 11083 |
| Skewness | -0.05932316428 |
| Sum | 1.99747301e+13 |
| Variance | 320202928.5 |
| Value | Count | Frequency (%) | |
| 20210516 | 2702 | 0.3% | |
| 20200120 | 2439 | 0.2% | |
| 20191228 | 2374 | 0.2% | |
| 20191127 | 2347 | 0.2% | |
| 20191129 | 2182 | 0.2% | |
| 20181123 | 2176 | 0.2% | |
| 20210127 | 2152 | 0.2% | |
| 20201223 | 2147 | 0.2% | |
| 20210414 | 2147 | 0.2% | |
| 20210421 | 2128 | 0.2% | |
| Other values (939) | 966823 | 97.7% |
| Value | Count | Frequency (%) | |
| 20151027 | 365 | < 0.1% | |
| 20151028 | 1369 | 0.1% | |
| 20151029 | 240 | < 0.1% | |
| 20151030 | 1340 | 0.1% | |
| 20151031 | 628 | 0.1% |
| Value | Count | Frequency (%) | |
| 20210516 | 2702 | 0.3% | |
| 20210515 | 1104 | 0.1% | |
| 20210514 | 1415 | 0.1% | |
| 20210513 | 1591 | 0.2% | |
| 20210512 | 1083 | 0.1% |
HTM
Categorical
| Distinct count | 30 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| OKC | 35389 |
|---|---|
| TOR | 35239 |
| DET | 35116 |
| BOS | 34972 |
| POR | 34742 |
| Other values (25) |
| Value | Count | Frequency (%) | |
| OKC | 35389 | 3.6% | |
| TOR | 35239 | 3.6% | |
| DET | 35116 | 3.5% | |
| BOS | 34972 | 3.5% | |
| POR | 34742 | 3.5% | |
| WAS | 33913 | 3.4% | |
| MIN | 33904 | 3.4% | |
| NOP | 33717 | 3.4% | |
| PHI | 33702 | 3.4% | |
| ATL | 33674 | 3.4% | |
| Other values (20) | 645249 | 65.2% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
VTM
Categorical
| Distinct count | 30 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| OKC | 35160 |
|---|---|
| POR | 35081 |
| TOR | 34745 |
| BOS | 34725 |
| DET | 34629 |
| Other values (25) |
| Value | Count | Frequency (%) | |
| OKC | 35160 | 3.6% | |
| POR | 35081 | 3.5% | |
| TOR | 34745 | 3.5% | |
| BOS | 34725 | 3.5% | |
| DET | 34629 | 3.5% | |
| MIN | 34241 | 3.5% | |
| UTA | 34158 | 3.5% | |
| WAS | 34134 | 3.4% | |
| LAL | 33942 | 3.4% | |
| MIL | 33924 | 3.4% | |
| Other values (20) | 644878 | 65.2% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
SEASON_ID
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 2020-21 | |
|---|---|
| 2018-19 | |
| 2019-20 | |
| 2017-18 | |
| 2016-17 |
| Value | Count | Frequency (%) | |
| 2020-21 | 190983 | 19.3% | |
| 2018-19 | 188656 | 19.1% | |
| 2019-20 | 179913 | 18.2% | |
| 2017-18 | 160274 | 16.2% | |
| 2016-17 | 145805 | 14.7% | |
| 2015-16 | 123986 | 12.5% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | GRID_TYPE | GAME_ID | GAME_EVENT_ID | PLAYER_ID | PLAYER_NAME | TEAM_ID | TEAM_NAME | PERIOD | MINUTES_REMAINING | SECONDS_REMAINING | EVENT_TYPE | ACTION_TYPE | SHOT_TYPE | SHOT_ZONE_BASIC | SHOT_ZONE_AREA | SHOT_ZONE_RANGE | SHOT_DISTANCE | LOC_X | LOC_Y | SHOT_ATTEMPTED_FLAG | SHOT_MADE_FLAG | GAME_DATE | HTM | VTM | SEASON_ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | Shot Chart Detail | 22000012 | 27 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 9 | 56 | Missed Shot | Jump Shot | 3PT Field Goal | Above the Break 3 | Left Side Center(LC) | 24+ ft. | 24 | -146 | 199 | 1 | 0 | 20201223 | ORL | MIA | 2020-21 |
| 1 | 1 | Shot Chart Detail | 22000012 | 40 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 8 | 55 | Made Shot | Running Dunk Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | -4 | 5 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 2 | 2 | Shot Chart Detail | 22000012 | 60 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 7 | 10 | Missed Shot | Step Back Jump shot | 3PT Field Goal | Above the Break 3 | Left Side Center(LC) | 24+ ft. | 25 | -154 | 198 | 1 | 0 | 20201223 | ORL | MIA | 2020-21 |
| 3 | 3 | Shot Chart Detail | 22000012 | 64 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 6 | 34 | Made Shot | Dunk Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | -4 | -4 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 4 | 4 | Shot Chart Detail | 22000012 | 75 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 5 | 36 | Made Shot | Tip Layup Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | 0 | 0 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 5 | 5 | Shot Chart Detail | 22000012 | 183 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 2 | 9 | 50 | Missed Shot | Step Back Jump shot | 3PT Field Goal | Above the Break 3 | Left Side Center(LC) | 24+ ft. | 25 | -187 | 171 | 1 | 0 | 20201223 | ORL | MIA | 2020-21 |
| 6 | 6 | Shot Chart Detail | 22000012 | 249 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 2 | 5 | 51 | Made Shot | Layup Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 2 | -4 | 27 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 7 | 7 | Shot Chart Detail | 22000012 | 515 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 4 | 11 | 34 | Made Shot | Jump Shot | 3PT Field Goal | Right Corner 3 | Right Side(R) | 24+ ft. | 23 | 230 | 41 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 8 | 8 | Shot Chart Detail | 22000012 | 539 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 4 | 9 | 41 | Made Shot | Jump Shot | 2PT Field Goal | Mid-Range | Right Side(R) | 16-24 ft. | 19 | 167 | 94 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 9 | 9 | Shot Chart Detail | 22000012 | 557 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 4 | 8 | 33 | Made Shot | Running Alley Oop Dunk Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 2 | 6 | 26 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
Last rows
| df_index | GRID_TYPE | GAME_ID | GAME_EVENT_ID | PLAYER_ID | PLAYER_NAME | TEAM_ID | TEAM_NAME | PERIOD | MINUTES_REMAINING | SECONDS_REMAINING | EVENT_TYPE | ACTION_TYPE | SHOT_TYPE | SHOT_ZONE_BASIC | SHOT_ZONE_AREA | SHOT_ZONE_RANGE | SHOT_DISTANCE | LOC_X | LOC_Y | SHOT_ATTEMPTED_FLAG | SHOT_MADE_FLAG | GAME_DATE | HTM | VTM | SEASON_ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 989607 | 123976 | Shot Chart Detail | 21501226 | 161 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 2 | 8 | 7 | Made Shot | Alley Oop Dunk Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | 0 | 1 | 1 | 1 | 20160413 | MIN | NOP | 2015-16 |
| 989608 | 123977 | Shot Chart Detail | 21501226 | 193 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 2 | 4 | 18 | Missed Shot | Jump Shot | 3PT Field Goal | Right Corner 3 | Right Side(R) | 24+ ft. | 22 | 227 | 3 | 1 | 0 | 20160413 | MIN | NOP | 2015-16 |
| 989609 | 123978 | Shot Chart Detail | 21501226 | 253 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 3 | 10 | 51 | Missed Shot | Pullup Jump shot | 3PT Field Goal | Above the Break 3 | Center(C) | 24+ ft. | 24 | 71 | 234 | 1 | 0 | 20160413 | MIN | NOP | 2015-16 |
| 989610 | 123979 | Shot Chart Detail | 21501226 | 256 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 3 | 10 | 39 | Made Shot | Running Layup Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 1 | 12 | 11 | 1 | 1 | 20160413 | MIN | NOP | 2015-16 |
| 989611 | 123980 | Shot Chart Detail | 21501226 | 260 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 3 | 10 | 4 | Made Shot | Step Back Jump shot | 3PT Field Goal | Above the Break 3 | Center(C) | 24+ ft. | 24 | 24 | 244 | 1 | 1 | 20160413 | MIN | NOP | 2015-16 |
| 989612 | 123981 | Shot Chart Detail | 21501226 | 270 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 3 | 8 | 59 | Missed Shot | Turnaround Jump Shot | 2PT Field Goal | Mid-Range | Left Side(L) | 16-24 ft. | 16 | -158 | 51 | 1 | 0 | 20160413 | MIN | NOP | 2015-16 |
| 989613 | 123982 | Shot Chart Detail | 21501226 | 308 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 3 | 5 | 23 | Missed Shot | Jump Shot | 3PT Field Goal | Above the Break 3 | Right Side Center(RC) | 24+ ft. | 24 | 87 | 228 | 1 | 0 | 20160413 | MIN | NOP | 2015-16 |
| 989614 | 123983 | Shot Chart Detail | 21501226 | 311 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 3 | 5 | 8 | Missed Shot | Driving Reverse Layup Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | 4 | 3 | 1 | 0 | 20160413 | MIN | NOP | 2015-16 |
| 989615 | 123984 | Shot Chart Detail | 21501226 | 326 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 3 | 3 | 47 | Missed Shot | Jump Shot | 3PT Field Goal | Above the Break 3 | Right Side Center(RC) | 24+ ft. | 24 | 81 | 232 | 1 | 0 | 20160413 | MIN | NOP | 2015-16 |
| 989616 | 123985 | Shot Chart Detail | 21501226 | 329 | 203897 | Zach LaVine | 1610612750 | Minnesota Timberwolves | 3 | 3 | 24 | Made Shot | Dunk Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | 0 | 1 | 1 | 1 | 20160413 | MIN | NOP | 2015-16 |